{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- 实际利率的计算公式\n",
    "实际利率 = 名义利率 − 通货膨胀率 \n",
    "实际利率=名义利率−通货膨胀率\n",
    "名义利率：市场上直接观察到的利率（如国债收益率、存款利率等）。\n",
    "\n",
    "通货膨胀率：通常用消费者价格指数（CPI）或核心PCE物价指数的年化变化率表示。\n",
    "\n",
    "具体步骤 获取名义利率：\n",
    "例如，美国10年期国债收益率（名义利率）为4.5%。\n",
    "\n",
    "获取通货膨胀率：\n",
    "\n",
    "例如，CPI年化增长率为3.2%。\n",
    "\n",
    "计算实际利率：\n",
    "\n",
    "实际利率 = 4.5% − 3.2% = 1.3%\n",
    "\n",
    "实际利率=4.5%−3.2%=1.3%"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "                                              \r"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "           日期  名义利率  通货膨胀率   黄金收盘价  实际利率\n",
      "59 2024-04-01  4.33    3.4  534.04  0.93\n",
      "60 2024-07-01  4.48    2.9  551.42  1.58\n",
      "61 2024-08-01  3.99    2.5  570.90  1.49\n",
      "62 2024-11-01  4.37    2.7  629.72  1.67\n",
      "63 2025-04-01  4.17    2.3  736.30  1.87\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1800x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import akshare as ak\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib.dates as mdates\n",
    "from datetime import datetime, timedelta\n",
    "\n",
    "# 获取美国10年期国债收益率数据\n",
    "end_date_str = datetime.now()\n",
    "start_date_str = end_date_str - timedelta(days=365 * 10)  # 获取过去10年的数据\n",
    "bond_data_usa = ak.bond_zh_us_rate(start_date=start_date_str.strftime('%Y-%m-%d'))\n",
    "\n",
    "# 将“日期”列转换为日期时间类型\n",
    "bond_data_usa['日期'] = pd.to_datetime(bond_data_usa['日期'])\n",
    "\n",
    "# 选择10年期美债收益率数据\n",
    "bond_data_usa = bond_data_usa[['日期', '美国国债收益率10年']].rename(columns={'美国国债收益率10年': '名义利率'})\n",
    "\n",
    "# 获取美国CPI年率（通货膨胀率）\n",
    "cpi_data = ak.macro_usa_cpi_yoy()[['时间', '现值']].rename(columns={'时间': '日期', '现值': '通货膨胀率'})\n",
    "cpi_data['日期'] = pd.to_datetime(cpi_data['日期'])\n",
    "cpi_data['通货膨胀率'] = pd.to_numeric(cpi_data['通货膨胀率'], errors='coerce')\n",
    "\n",
    "# 获取黄金价格数据\n",
    "gold_data = ak.futures_main_sina(symbol=\"AU0\", start_date=start_date_str.strftime('%Y-%m-%d'), end_date=end_date_str.strftime('%Y-%m-%d'))\n",
    "gold_data['日期'] = pd.to_datetime(gold_data['日期'])\n",
    "gold_data['黄金收盘价'] = pd.to_numeric(gold_data['收盘价'], errors='coerce')\n",
    "\n",
    "# 合并美债数据、CPI数据和黄金数据\n",
    "df = pd.merge(bond_data_usa, cpi_data, on='日期', how='inner')\n",
    "df = pd.merge(df, gold_data[['日期', '黄金收盘价']], on='日期', how='inner')\n",
    "\n",
    "# 计算实际利率\n",
    "df['实际利率'] = df['名义利率'] - df['通货膨胀率']\n",
    "\n",
    "# 打印数据查看\n",
    "print(df.tail())\n",
    "\n",
    "# 创建画布\n",
    "fig, ax1 = plt.subplots(figsize=(18, 6))\n",
    "\n",
    "# 绘制实际利率曲线\n",
    "ax1.plot(df['日期'], df['实际利率'], label=\"美国实际利率\", color='blue', linestyle='-', marker='o')\n",
    "ax1.set_xlabel('日期', fontsize=12)\n",
    "ax1.set_ylabel('实际利率 (%)', fontsize=12)\n",
    "ax1.set_title('美国实际利率与黄金价格对比', fontsize=16)\n",
    "\n",
    "# 绘制每个数据点的垂直虚线\n",
    "for date in df['日期']:\n",
    "    ax1.axvline(x=date, color='gray', linestyle='--', linewidth=0.5)\n",
    "\n",
    "# 创建第二个y轴，用于显示黄金价格\n",
    "ax2 = ax1.twinx()\n",
    "ax2.plot(df['日期'], df['黄金收盘价'], label=\"黄金价格\", color='gold', linestyle='-', marker='x')\n",
    "ax2.set_ylabel('黄金价格 (USD)', fontsize=12)\n",
    "\n",
    "# 设置右边的y轴范围\n",
    "ax2.set_ylim(min(df['黄金收盘价']) * 0.95, max(df['黄金收盘价']) * 1.05)\n",
    "\n",
    "# 设置x轴刻度显示为每个数据点的日期\n",
    "ax1.tick_params(axis='x', rotation=-90)  # x轴标签旋转-90度\n",
    "ax1.set_xticks(df['日期'])  # 使每个数据点的日期作为刻度\n",
    "\n",
    "# 添加图例\n",
    "ax1.legend(loc='upper left')\n",
    "ax2.legend(loc='lower left')\n",
    "\n",
    "# 显示图表\n",
    "plt.grid(True)\n",
    "plt.tight_layout()\n",
    "plt.show()\n"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
